Beef Quality Assesment with Electronic Nose Based on an Application Specific Convolution Neural Network
| dc.contributor.author | Parvin Bulucu | |
| dc.contributor.author | Nalan Ǒzkurt | |
| dc.contributor.author | Cuneyt Guzels | |
| dc.contributor.author | Osman Yıldız | |
| dc.contributor.author | Guzels, Cuneyt | |
| dc.contributor.author | Bulucu, Pervin | |
| dc.contributor.author | Yildiz, Osman | |
| dc.contributor.author | Ozkurt, Nalan | |
| dc.date.accessioned | 2025-10-06T17:50:37Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | This paper presents a convolutional neural network algorithm for the classification of beef samples electronic nose dataset. Proposed algorithm was tested and results were compared to other works that used the same dataset. Overall proposed algorithm showed high performance results without any pre-processing steps. © 2022 Elsevier B.V. All rights reserved. | |
| dc.description.sponsorship | IEEE SMC Society, IEEE Turkey Section | |
| dc.description.sponsorship | TUBITAK, (2244 119C171) | |
| dc.description.sponsorship | This work is supported by TUBITAK 2244 119C171 project. | |
| dc.identifier.doi | 10.1109/ASYU52992.2021.9599063 | |
| dc.identifier.isbn | 9781665434058 | |
| dc.identifier.scopus | 2-s2.0-85123194681 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123194681&doi=10.1109%2FASYU52992.2021.9599063&partnerID=40&md5=4bc8d67a5ff0f17ac30aecefd5568380 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/9047 | |
| dc.identifier.uri | https://doi.org/10.1109/ASYU52992.2021.9599063 | |
| dc.language.iso | English | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartof | 2021 Innovations in Intelligent Systems and Applications Conference ASYU 2021 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Beef Dataset, Convolutional Neural Network, E-nose, Electronic Nose, Beef, Classification (of Information), Convolution, Convolutional Neural Networks, Application Specific, Assesment, Beef Dataset, Convolution Neural Network, Convolutional Neural Network, Neural Networks Algorithms, Performance, Pre-processing Step, Electronic Nose | |
| dc.subject | Beef, Classification (of information), Convolution, Convolutional neural networks, Application specific, Assesment, Beef dataset, Convolution neural network, Convolutional neural network, Neural networks algorithms, Performance, Pre-processing step, Electronic nose | |
| dc.subject | Beef Dataset | |
| dc.subject | Electronic Nose | |
| dc.subject | E-nose | |
| dc.subject | Convolutional Neural Network | |
| dc.title | Beef Quality Assesment with Electronic Nose Based on an Application Specific Convolution Neural Network | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
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| gdc.description.department | ||
| gdc.description.departmenttemp | [Bulucu P.] Yaşar University, Electric and Electronics Engineering, Izmir, Turkey; [Ozkurt N.] Yaşar University, Electric and Electronics Engineering, Izmir, Turkey; [Guzels C.] Yaşar University, Electric and Electronics Engineering, Izmir, Turkey; [Yildiz O.] EDS ELEKTRONIK, Destek Sanayi Ve Ticaret Ltd. Şti, Istanbul, Turkey | |
| gdc.description.endpage | 5 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 1 | |
| gdc.identifier.openalex | W3215110409 | |
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| gdc.virtual.author | Özkurt, Nalan | |
| person.identifier.scopus-author-id | Bulucu- Parvin (57207695643), Ǒzkurt- Nalan (8546186400), Guzels- Cuneyt (57419179400), Yıldız- Osman (57226647572) | |
| project.funder.name | This work is supported by TUBITAK 2244 119C171 project. | |
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